# Introduction:
Department

Here are preliminary results of the bibliometric mapping of the 2022 Luxembourg research evaluation. Its purpose is:

The method for the research-field-mapping can be reiviewed here:

Rakas, M., & Hain, D. S. (2019). The state of innovation system research: What happens beneath the surface?. Research Policy, 48(9), 103787.

Seed Articles

The seed articles deemed representative for the active areas of research in the institution, and include authors affiliated with the institution. They can be selected in three ways:

  1. Via bibliographic clustering of the institutions publications and selection of most central articles per cluster (only clsuters where n >= 0.05N). Selection can be found at https://github.com/daniel-hain/biblio_lux_2022/blob/master/output/seed/scopus_list_mrt_seed.csv
  2. Manual selection of relevant publications.
  3. A combination of 1. and 2.

The present analysis is based on the following seed articles:

AU PY TI JI
DE CASTRO O;BIESEMEIER A;SE… 2021 NPSCOPE: A NEW MULTIMODAL INSTRUMENT FOR IN SITU CORRELATIVE ANALYSIS OF NANOPARTICLES ANAL. CHEM.
ADJAOUD A;TREJO-MACHIN A;PU… 2021 POLYBENZOXAZINES: A SUSTAINABLE PLATFORM FOR THE DESIGN OF FAST RESPONSIVE AND CATALYST-FREE VITR… POLYM. CHEM.
BENGASI G;DESPORT JS;BABA K… 2020 MOLECULAR FLATTENING EFFECT TO ENHANCE THE CONDUCTIVITY OF FUSED PORPHYRIN TAPE THIN FILMS RSC ADV.
ZHAO HJ;ÍÑIGUEZ J 2019 CREATING MULTIFERROIC AND CONDUCTIVE DOMAIN WALLS IN COMMON FERROELASTIC COMPOUNDS NPJ COMPUTATIONAL MATER.
KOUTSAWA Y 2018 OVERALL PROPERTIES OF PIEZOELECTRIC COMPOSITES WITH SPRING-TYPE IMPERFECT INTERFACES USING THE ME… COMPOS PART B: ENG
BALAKRISHNAN D;LAMBLIN G;TH… 2018 ELECTROCHEMICAL CONTROL OF PH IN NANOLITER VOLUMES NANO LETT.
SETTE D;ASSEMAN A;GÉRARD M;… 2016 ELECTROCALORIC COOLER COMBINING CERAMIC MULTI-LAYER CAPACITORS AND FLUID APL MATER.
GIUNTA G;DE PIETRO G;NASSER… 2016 A THERMAL STRESS FINITE ELEMENT ANALYSIS OF BEAM STRUCTURES BY HIERARCHICAL MODELLING COMPOS PART B: ENG
CRÊPELLIÈRE J;POPA PL;BAHLA… 2016 TRANSPARENT CONDUCTIVE CUCRO2 THIN FILMS DEPOSITED BY PULSED INJECTION METAL ORGANIC CHEMICAL VAP… J. MATER. CHEM. C

General Overview over articles

Main Indicators: Publications, Authors, Countries (Tabular)

## 
## 
## MAIN INFORMATION ABOUT DATA
## 
##  Timespan                              2016 : 2021 
##  Sources (Journals, Books, etc)        1755 
##  Documents                             11923 
##  Average years from publication        3.32 
##  Average citations per documents       19 
##  Average citations per year per doc    4.107 
##  References                            447980 
##  
## DOCUMENT TYPES                     
##                        1 
##  article               11042 
##  article in press      1 
##  book                  6 
##  book chapter          82 
##  conference paper      348 
##  data paper            10 
##  editorial             3 
##  letter                10 
##  note                  13 
##  review                399 
##  short survey          8 
##  
## DOCUMENT CONTENTS
##  Keywords Plus (ID)                    46311 
##  Author's Keywords (DE)                20444 
##  
## AUTHORS
##  Authors                               31649 
##  Author Appearances                    65597 
##  Authors of single-authored documents  232 
##  Authors of multi-authored documents   31417 
##  
## AUTHORS COLLABORATION
##  Single-authored documents             278 
##  Documents per Author                  0.377 
##  Authors per Document                  2.65 
##  Co-Authors per Documents              5.5 
##  Collaboration Index                   2.7 
##  
## 
## Annual Scientific Production
## 
##  Year    Articles
##     2016     1479
##     2017     1844
##     2018     2096
##     2019     2189
##     2020     2239
##     2021     2076
## 
## Annual Percentage Growth Rate 7.016769 
## 
## 
## Most Productive Authors
## 
##    Authors        Articles Authors        Articles Fractionalized
## 1       ZHANG Y        233      CARRERA E                    41.1
## 2       WANG Y         213      ZHANG Y                      38.6
## 3       LIU Y          204      WANG Y                       33.8
## 4       LI J           183      LIU Y                        33.0
## 5       ZHANG J        181      ZHANG J                      29.7
## 6       LI Y           171      LI Y                         27.1
## 7       WANG J         170      WANG J                       26.7
## 8       WANG X         157      LI J                         26.2
## 9       LIU X          146      LIU X                        25.9
## 10      CARRERA E      139      ZHANG L                      24.2
## 
## 
## Top manuscripts per citations
## 
##                         Paper                                         DOI   TC TCperYear  NTC
## 1  ZHU Y, 2016, NATURE                 10.1038/nature21001                1219       174 36.2
## 2  ZHAO F, 2018, NAT NANOTECHNOL       10.1038/s41565-018-0097-z           820       164 35.8
## 3  UPTON BM, 2016, CHEM REV            10.1021/acs.chemrev.5b00345         784       112 23.3
## 4  DENISSEN W, 2016, CHEM SCI          10.1039/c5sc02223a                  709       101 21.1
## 5  STĘPIEŃ M, 2017, CHEM REV           10.1021/acs.chemrev.6b00076         656       109 23.0
## 6  BURGER N, 2016, PROG POLYM SCI      10.1016/j.progpolymsci.2016.05.001  637        91 18.9
## 7  FRANCO V, 2018, PROG MATER SCI      10.1016/j.pmatsci.2017.10.005       636       127 27.8
## 8  LI W, 2017, NAT REV MATER           10.1038/natrevmats.2016.99          633       106 22.2
## 9  SPALDIN NA, 2019, NAT MATER         10.1038/s41563-018-0275-2           629       157 32.7
## 10 JIANG Y, 2019, ENERGY ENVIRON MATER 10.1002/eem2.12028                  596       149 31.0
## 
## 
## Corresponding Author's Countries
## 
##           Country Articles   Freq  SCP MCP MCP_Ratio
## 1  CHINA              2888 0.2857 2187 701     0.243
## 2  USA                1384 0.1369  965 419     0.303
## 3  INDIA               564 0.0558  445 119     0.211
## 4  GERMANY             473 0.0468  277 196     0.414
## 5  JAPAN               471 0.0466  361 110     0.234
## 6  FRANCE              428 0.0423  212 216     0.505
## 7  KOREA               346 0.0342  252  94     0.272
## 8  UNITED KINGDOM      341 0.0337  178 163     0.478
## 9  ITALY               310 0.0307  196 114     0.368
## 10 LUXEMBOURG          282 0.0279   99 183     0.649
## 
## 
## SCP: Single Country Publications
## 
## MCP: Multiple Country Publications
## 
## 
## Total Citations per Country
## 
##      Country      Total Citations Average Article Citations
## 1  CHINA                    61885                     21.43
## 2  USA                      37019                     26.75
## 3  FRANCE                    9305                     21.74
## 4  GERMANY                   8254                     17.45
## 5  INDIA                     8025                     14.23
## 6  JAPAN                     7600                     16.14
## 7  UNITED KINGDOM            7566                     22.19
## 8  KOREA                     5873                     16.97
## 9  ITALY                     4948                     15.96
## 10 SPAIN                     4632                     24.25
## 
## 
## Most Relevant Sources
## 
##                          Sources        Articles
## 1  PHYSICAL REVIEW B                         393
## 2  COMPOSITE STRUCTURES                      250
## 3  ACS APPLIED MATERIALS AND INTERFACES      192
## 4  JOURNAL OF PHYSICAL CHEMISTRY C           169
## 5  APPLIED PHYSICS LETTERS                   144
## 6  JOURNAL OF ALLOYS AND COMPOUNDS           144
## 7  SCIENTIFIC REPORTS                        143
## 8  MACROMOLECULES                            138
## 9  ELECTROCHIMICA ACTA                       136
## 10 PHYSICAL CHEMISTRY CHEMICAL PHYSICS       134
## 
## 
## Most Relevant Keywords
## 
##    Author Keywords (DE)      Articles    Keywords-Plus (ID)     Articles
## 1  NA                             270 ARTICLE                       1060
## 2  ELECTROCALORIC EFFECT          169 DENSITY FUNCTIONAL THEORY      956
## 3  DENSITY FUNCTIONAL THEORY      147 FERROELECTRICITY               680
## 4  FINITE ELEMENT METHOD          144 CALCULATIONS                   678
## 5  BENZOXAZINE                    136 FINITE ELEMENT METHOD          612
## 6  SUPERCAPACITOR                 120 PEROVSKITE                     598
## 7  PORPHYRIN                      113 CHEMISTRY                      581
## 8  MECHANICAL PROPERTIES           98 PORPHYRINS                     505
## 9  SELF-HEALING                    98 FERROELECTRIC MATERIALS        503
## 10 DFT                             93 TEMPERATURE                    491

Main Indicators: Publications, Authors, Countries (Graphical)

Cited references

Top 20 cited references (by corpus documents):

CR n
KRESSE, G., JOUBERT, D., (1999) PHYS. REV. B, 59, P. 1758 459
PERDEW, J.P., BURKE, K., ERNZERHOF, M., (1996) PHYS. REV. LETT., 77, P. 3865 417
KRESSE, G., FURTHMÜLLER, J., (1996) PHYS. REV. B, 54, P. 11169 409
BLÖCHL, P.E., (1994) PHYS. REV. B, 50, P. 17953 392
PERDEW, J.P., BURKE, K., ERNZERHOF, M., GENERALIZED GRADIENT APPROXIMATION MADE SIMPLE (1996) PHYS. REV. LETT., 77, PP. 3865-3868 268
MONTARNAL, D., CAPELOT, M., TOURNILHAC, F., LEIBLER, L., SILICA-LIKE MALLEABLE MATERIALS FROM PERMANENT ORGANIC NETWORKS (2011) SCIENCE, 334, PP. 965-968 249
PERDEW, J.P., RUZSINSZKY, A., CSONKA, G.I., VYDROV, O.A., SCUSERIA, G.E., CONSTANTIN, L.A., ZHOU, X., BURKE, K., (2008) PHYS. REV. LETT., 100, P. 136406 224
BLÖCHL, P.E., PROJECTOR AUGMENTED-WAVE METHOD (1994) PHYS. REV. B, 50, PP. 17953-17979 199
DUDAREV, S.L., BOTTON, G.A., SAVRASOV, S.Y., HUMPHREYS, C.J., SUTTON, A.P., (1998) PHYS. REV. B, 57, P. 1505 196
KRESSE, G., FURTHMÜLLER, J., (1996) COMPUT. MATER. SCI., 6, P. 15 175
KRESSE, G., FURTHMÜLLER, J., EFFICIENCY OF AB-INITIO TOTAL ENERGY CALCULATIONS FOR METALS AND SEMICONDUCTORS USING A PLANE-WAVE BASIS SET (1996) COMPUT. MATER. SCI., 6, PP. 15-50 168
KRESSE, G., JOUBERT, D., FROM ULTRASOFT PSEUDOPOTENTIALS TO THE PROJECTOR AUGMENTED-WAVE METHOD (1999) PHYS. REV. B, 59, PP. 1758-1775 167
HOHENBERG, P., KOHN, W., (1964) PHYS. REV., 136, P. B864 166
MOMMA, K., IZUMI, F., (2011) J. APPL. CRYSTALLOGR., 44, P. 1272 165
MONKHORST, H.J., PACK, J.D., (1976) PHYS. REV. B, 13, P. 5188 161
KRESSE, G., JOUBERT, D., FROM ULTRASOFT PSEUDOPOTENTIALS TO THE PROJECTOR AUGMENTED-WAVE METHOD (1999) PHYS. REV. B: CONDENS. MATTER MATER. PHYS., 59, PP. 1758-1775 157
BLÖCHL, P.E., PROJECTOR AUGMENTED-WAVE METHOD (1994) PHYS. REV. B: CONDENS. MATTER MATER. PHYS., 50, PP. 17953-17979 156
KOHN, W., SHAM, L.J., (1965) PHYS. REV., 140, P. A1133 155
MOYA, X., KAR-NARAYAN, S., MATHUR, N.D., (2014) NAT. MATER., 13, P. 439 154
DENISSEN, W., WINNE, J.M., DU PREZ, F.E., VITRIMERS: PERMANENT ORGANIC NETWORKS WITH GLASS-LIKE FLUIDITY (2016) CHEM. SCI., 7, PP. 30-38 153

Additional analysis

Authors, Themes & Journals

Endnotes

All results are preliminary so far…